Cloud Machine Learning and AutoML for Beginners

You do not need a degree in data science or years of coding experience to leverage the power of artificial intelligence. This text-based course guides you through the core concepts of cloud-based machine learning, showing you how to build custom AI models using intuitive AutoML tools. By reading through clear explanations and following step-by-step written walkthroughs, you will understand how to prepare data, train models, and deploy them to solve real-world business problems. You will also explore modern foundation models and generative AI concepts that are shaping the industry today. What you'll learn: - Understand foundational machine learning concepts and cloud AI terminology - Prepare and clean tabular, image, or text datasets for model training - Configure and train custom machine learning models using AutoML without writing code - Evaluate model performance using key metrics like precision and recall - Deploy trained models to cloud endpoints for real-time predictions - Explore modern generative AI and prompt engineering basics within cloud ecosystems The course begins with essential definitions and core concepts of artificial intelligence before moving into practical data preparation and model configuration workflows. You will progress from a basic understanding to confidently managing the lifecycle of a cloud-based machine learning model. This course is designed specifically for beginners, business analysts, and aspiring developers with no prior programming or data science experience. Start reading today to unlock the potential of cloud-driven AI.